AbstractWhile machine learning is one of the fastest growing technologies in the area of computer science, the goal of analysing large amounts of data for information extraction collides with the privacy of individuals. Hence, in order to protect sensitive information, the effects of the right to be forgotten on machine learning algorithms need to be studied more extensively.